I would not speak for everyone, but when I was beginner, the most problematic part was to create custom network from the ones that were given in the Symbolic API tutorials (those in tutorials are nice, but real use always includes customization). There is lack of short and clear explanation of Module, NDArrayIter classes, and data and label variables names. *E.g. when you take network from tutorial and try to change output from SoftmaxOutput to SVMOutput, you start getting name strange mismatch labels error.* Data layout would be good to explain too. Clear tutorials with building custom networks, including ones with multiple input and output variables (like GANs, DAEs) would be nice.
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